.TH "mlpack::tree" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
mlpack::tree \- 
.PP
Trees and tree-building procedures\&.  

.SH SYNOPSIS
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.PP
.SS "Classes"

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.RI "class \fBBinarySpaceTree\fP"
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.RI "\fIA binary space partitioning tree, such as a KD-tree or a ball tree\&. \fP"
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.RI "class \fBCompareCosineNode\fP"
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.RI "class \fBCosineTree\fP"
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.RI "class \fBCoverTree\fP"
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.RI "\fIA cover tree is a tree specifically designed to speed up nearest-neighbor computation in high-dimensional spaces\&. \fP"
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.RI "class \fBEmptyStatistic\fP"
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.RI "\fIEmpty statistic if you are not interested in storing statistics in your tree\&. \fP"
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.RI "class \fBExampleTree\fP"
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.RI "\fIThis is not an actual space tree but instead an example tree that exists to show and document all the functions that mlpack trees must implement\&. \fP"
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.RI "class \fBFirstPointIsRoot\fP"
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.RI "\fIThis class is meant to be used as a choice for the policy class RootPointPolicy of the \fBCoverTree\fP class\&. \fP"
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.RI "class \fBMeanSplit\fP"
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.RI "\fIA binary space partitioning tree node is split into its left and right child\&. \fP"
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.RI "class \fBMRKDStatistic\fP"
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.RI "\fIStatistic for multi-resolution kd-trees\&. \fP"
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.RI "class \fBTreeTraits\fP"
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.RI "\fIThe \fBTreeTraits\fP class provides compile-time information on the characteristics of a given tree type\&. \fP"
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.RI "class \fBTreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > >\fP"
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.RI "\fIThis is a specialization of the TreeType class to the \fBBinarySpaceTree\fP tree type\&. \fP"
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.RI "class \fBTreeTraits< CoverTree< MetricType, RootPointPolicy, StatisticType > >\fP"
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.RI "\fIThe specialization of the \fBTreeTraits\fP class for the \fBCoverTree\fP tree type\&. \fP"
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.SS "Typedefs"

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.RI "typedef 
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boost::heap::priority_queue
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< \fBCosineTree\fP 
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*, boost::heap::compare
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< \fBCompareCosineNode\fP > > \fBCosineNodeQueue\fP"
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.SH "Detailed Description"
.PP 
Trees and tree-building procedures\&. 


.SH "Typedef Documentation"
.PP 
.SS "typedef boost::heap::priority_queue<\fBCosineTree\fP*, boost::heap::compare<\fBCompareCosineNode\fP> > \fBmlpack::tree::CosineNodeQueue\fP"

.PP
Definition at line 34 of file cosine_tree\&.hpp\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for MLPACK from the source code\&.